CN115918048A - 一种信息传输的方法、轻量化处理的方法以及相关通信装置 - Google Patents

一种信息传输的方法、轻量化处理的方法以及相关通信装置 Download PDF

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CN115918048A
CN115918048A CN202080102243.XA CN202080102243A CN115918048A CN 115918048 A CN115918048 A CN 115918048A CN 202080102243 A CN202080102243 A CN 202080102243A CN 115918048 A CN115918048 A CN 115918048A
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information
policy
model
lightweight
terminal device
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王楚捷
秦东润
杨水根
闫文
黄谢田
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Huawei Technologies Co Ltd
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Huawei Technologies Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/098Distributed learning, e.g. federated learning
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W60/00Affiliation to network, e.g. registration; Terminating affiliation with the network, e.g. de-registration
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/08Configuration management of networks or network elements
    • H04L41/0894Policy-based network configuration management
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/16Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W28/00Network traffic management; Network resource management
    • H04W28/02Traffic management, e.g. flow control or congestion control
    • H04W28/06Optimizing the usage of the radio link, e.g. header compression, information sizing, discarding information
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W24/00Supervisory, monitoring or testing arrangements
    • H04W24/02Arrangements for optimising operational condition

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Software Systems (AREA)
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  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
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Abstract

本申请提供了一种信息传输的方法、轻量化处理的方法以及相关通信装置,适用于通信领域,根据上行信道状态信息确定策略信息,通过策略信息所确定的轻量化方法以及轻量化策略配置符合上行传输能力,因此降低模型精度的损失,并提升传输效率。该方法包括:网络设备接收终端设备发送的第一通知消息,该第一通知消息用于指示终端设备已完成对目标模型的训练,第一通知消息包括目标模型对应的模型名称,然后根据终端设备的上行信道状态信息确定策略信息,该策略信息用于终端设备确定轻量化方法以及轻量化策略配置,进一步地,网络设备向终端设备发送轻量化指示消息,该轻量化指示消息包括目标模型对应的模型名称以及策略信息。

Description

PCT国内申请,说明书已公开。

Claims (51)

  1. PCT国内申请,权利要求书已公开。
CN202080102243.XA 2020-10-30 2020-10-30 一种信息传输的方法、轻量化处理的方法以及相关通信装置 Pending CN115918048A (zh)

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Application Number Priority Date Filing Date Title
PCT/CN2020/125088 WO2022088003A1 (zh) 2020-10-30 2020-10-30 一种信息传输的方法、轻量化处理的方法以及相关通信装置

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CN115918048A true CN115918048A (zh) 2023-04-04

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CN202080102243.XA Pending CN115918048A (zh) 2020-10-30 2020-10-30 一种信息传输的方法、轻量化处理的方法以及相关通信装置

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US (1) US20240080788A1 (zh)
EP (1) EP4220490A4 (zh)
CN (1) CN115918048A (zh)
WO (1) WO2022088003A1 (zh)

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019072187A1 (en) * 2017-10-13 2019-04-18 Huawei Technologies Co., Ltd. PRUNING A MOVEMENT MODEL CANDIDATE LIST FOR AN INTERPRETING
CN110309847B (zh) * 2019-04-26 2021-09-17 深圳前海微众银行股份有限公司 一种模型压缩方法及装置
CN111126626A (zh) * 2019-12-24 2020-05-08 上海器魂智能科技有限公司 一种训练方法、装置、服务器、平台及存储介质
CN111355739B (zh) * 2020-03-06 2023-03-28 深圳前海微众银行股份有限公司 横向联邦学习的数据传输方法、装置、终端设备及介质

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EP4220490A4 (en) 2023-12-06
US20240080788A1 (en) 2024-03-07
WO2022088003A1 (zh) 2022-05-05
EP4220490A1 (en) 2023-08-02

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